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2026 顶会论文

作者位次 #6/10ICLR 2026Poster

One Patch Doesn’t Fit All: Adaptive Patching for Native-Resolution Multimodal Large Language Models

Wenzhuo Liu · Weijie Yin · Fei Zhu · Shijie Ma · Haiyang Guo · Yi Chen · Xiao-Hui Li · Xiao Liang · Chao Feng · Cheng-lin Liu

多模态OpenReview

一作ICLR 2026Poster

An Open-Ended Benchmark and Formal Framework for Adjuvant Research with MLLM

Yi Chen · Yu Zhang · Jian Xu · Hua Yue · Xinming Wang · Zequan Lyu · Xu-yao Zhang · Wei Wei · Cheng-lin Liu

评测与基准检索与知识OpenReview

作者位次 #7/9CVPR 2026Poster· Computer Vision & Pattern Recognition

Fine-Grained Post-Training Quantization for Large Vision Language Models with Quantization-Aware Integrated Gradients

Ziwei Xiang · Fanhu Zeng · Hongjian Fang · Rui-Qi Wang · Renxing Chen · Yanan Zhu · Yi Chen · Peipei Yang · Xu-yao Zhang

多模态强化学习与后训练效率与系统OpenReview 项目页

作者位次 #3/11CVPR 2026Poster· Computer Vision & Pattern Recognition

GaussianDWM: 3D Gaussian Driving World Model for Unified Scene Understanding and Multi-Modal Generation

Tianchen Deng · Xuefeng Chen · Yi Chen · Qu Chen · Yuyao Xu · Lijin Yang · Le Xu · Yu Zhang · Bo Zhang · Wuxiong Huang · Hesheng Wang

多模态OpenReview 项目页

作者位次 #4/8CVPR 2026Spotlight· Computer Vision & Pattern Recognition

MeteorPred: A Meteorological Multimodal Large Model and Dataset for Severe Weather Event Prediction

Shuo Tang · Jian Xu · Jiadong Zhang · Yi Chen · Qizhao Jin · Lingdong Shen · Chenglin Liu · Shiming Xiang

多模态推理数据与预训练OpenReview 项目页

作者位次 #5/12ACL 2026Findings· Findings of ACL

MR - ALIGN : Meta-Reasoning Informed Factuality Alignment for Large Reasoning Models

Xinming Wang · Jian Xu · Bin Yu · Sheng Lian · Yi Chen · Boran Wang · Yingjian Zhu · Hongzhu Yi · Hong-Ming Yang · Han Hu · Cheng-lin Liu · Xu-yao Zhang

摘要

Large reasoning models (LRMs) show strong capabilities in complex reasoning, yet their marginal gains on evidence-dependent factual questions are limited. We find this limitation is partially attributable to a reasoning–answer hit gap, where the model identifies the correct facts during reasoning...

评测与基准推理对齐与偏好OpenReview 项目页

作者位次 #2/4ICRA 2026Oral· Robotics & Automation

RANGER: A Monocular Zero-Shot Semantic Navigation Framework through Visual Contextual Adaptation

Ming-Ming Yu · Yi Chen · Börje F. Karlsson · Wenjun Wu

多模态OpenReview

作者位次 #4/7AAAI 2026Poster· Artificial Intelligence

VAGU & GtS: LLM-Based Benchmark and Framework for Joint Video Anomaly Grounding and Understanding

Shibo Gao · Peipei Yang · Yangyang Liu · Yi Chen · Han Zhu · Xuyao Zhang · Linlin Huang

多模态评测与基准OpenReview

Yi Chen

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